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Hi, I'm Tapas Kumar Dutta.

  • 🔭 Currently, I'm deeply engaged in various Computer Vision challenges.
  • 😄 You can refer to me using He/His/Him pronouns.
  • ⚡ Fun fact: I have a strong penchant for movies, with Horror and Thriller genres topping my list of favorites.

Feel free to connect with me to discuss exciting opportunities and ideas!

Tapas Kumar Dutta's Projects

anomaly-detection icon anomaly-detection

Unsupervised Anomaly Detection Utilizing a Teacher-Student Model Enhanced by Generative Adversarial Networks.

arm-net icon arm-net

This study introduces RMFNet, a sophisticated attention-based model designed to enhance the efficacy of early-stage brain tumor detection through advanced feature extraction methodologies.

cdanet icon cdanet

This work presents CDANet, an attention-based approach with channel split dual attention (CSDA), enhancing the accuracy of early-stage brain tumor detection through improved feature extraction

filters icon filters

This repository provides Python-based filters for state estimation in diverse fields, including robotics, signal processing, finance, and more, aiming to estimate system states from noisy or incomplete measurements.

hubmap icon hubmap

Blood Vessel Instance Segmentation in Human Kidney Histology Slides: A Repository for Comprehensive Whole-Slide Image Analysis

ieee-cis-fraud icon ieee-cis-fraud

Credit card fraud classification using handcrafted features, feature extraction algorithms and ensemblin.

manga_translation icon manga_translation

An AI-driven project for manga translation, employing DETR for object detection, Trocr for text recognition on Manga109 dataset, and a Transformer architecture to translate Japanese text to English.

multilingial icon multilingial

Multilingual Text Classification Employing Both Single and Multilingual Models augmented using Soft Labels.

rtdetr-pytorch icon rtdetr-pytorch

This repository provides a PyTorch implementation of RT-DeTR, a state-of-the-art Realtime Detection Transformer for object detection tasks.

transformer-pytorch icon transformer-pytorch

This repository hosts a collection of cutting-edge transformer-based architectures designed for a wide range of computer vision tasks.

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